The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 104 153 117
Rank change year-on-year
+49 -36
Permanent jobs citing Data Mining 33 4 37
As % of all permanent IT jobs located in Hertfordshire 1.60% 0.18% 1.46%
As % of the Database & Business Intelligence category 6.60% 0.53% 4.96%
Number of salaries quoted 30 4 36
Median salary £55,000 £45,000 £40,000
Median salary % change year-on-year
+22.22% +12.50%
90% offered a salary of more than £42,350 £36,250 £22,500
10% offered a salary of more than £62,500 £57,250 £45,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
500 749 746
As % of all permanent IT jobs located in Hertfordshire 24.21% 33.33% 29.53%
Number of salaries quoted 438 609 659
Median salary £47,500 £47,500 £42,500
Median salary % change year-on-year
- +11.76%
90% offered a salary of more than £32,500 £31,000 £31,250
10% offered a salary of more than £67,500 £65,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Mining
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Hertfordshire

Data Mining
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hertfordshire region.

Data Mining Salary Trend in Hertfordshire

Data Mining
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hertfordshire region over the 3 months to 25 May 2016.

Data Mining Salary Histogram in Hertfordshire

Data Mining
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hertfordshire region over the 3 months to 25 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans +31 5 £42,500 -32.00% 1
Letchworth - 4 £46,250 -
Stevenage - 4 £40,000 -
Rickmansworth - 3 £70,000 - 1
Watford +6 1 £55,000 +22.22%
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 May 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Mining.

1 25 (43.86%) Analytics
2 24 (42.11%) Finance
3 22 (38.60%) Agile Software Development
3 22 (38.60%) Machine Learning
4 21 (36.84%) Java
5 18 (31.58%) SQL
6 17 (29.82%) Analytical Skills
7 16 (28.07%) TOGAF
7 16 (28.07%) Oracle
8 15 (26.32%) Data Analytics
9 14 (24.56%) Facilities Management
9 14 (24.56%) ETL
10 13 (22.81%) Data Warehouse
10 13 (22.81%) C++
11 11 (19.30%) ERP
12 10 (17.54%) Business Intelligence
13 9 (15.79%) VB
14 8 (14.04%) Degree
14 8 (14.04%) Big Data
14 8 (14.04%) Fintech
15 7 (12.28%) SDLC
15 7 (12.28%) NoSQL
15 7 (12.28%) Tomcat
15 7 (12.28%) Data Management
16 6 (10.53%) Retail
16 6 (10.53%) Data Analysis
16 6 (10.53%) VBA
16 6 (10.53%) XML
16 6 (10.53%) T-SQL
16 6 (10.53%) VBScript

Data Mining
Top Related IT Skills in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (12.28%) Tomcat
2 5 (8.77%) GlassFish
2 5 (8.77%) WebSphere
Applications
1 1 (1.75%) MS Office
1 1 (1.75%) MS Visio
Business Applications
1 2 (3.51%) Relativity
Communications & Networking
1 2 (3.51%) PPP
Database & Business Intelligence
1 13 (22.81%) Data Warehouse
2 8 (14.04%) Big Data
3 7 (12.28%) NoSQL
4 5 (8.77%) Apache Cassandra
4 5 (8.77%) Informix
5 3 (5.26%) SQL Server
6 1 (1.75%) EDRMS
Development Applications
1 4 (7.02%) Jenkins
1 4 (7.02%) Maven
2 3 (5.26%) Cucumber
2 3 (5.26%) HP UFT
2 3 (5.26%) JIRA
2 3 (5.26%) Selenium
2 3 (5.26%) SoapUI
2 3 (5.26%) WebDriver
3 2 (3.51%) Talend Open Studio
General
1 24 (42.11%) Finance
2 6 (10.53%) Retail
3 4 (7.02%) Games
4 2 (3.51%) Law
5 1 (1.75%) Marketing
Job Titles
1 17 (29.82%) Developer
1 17 (29.82%) Java Developer
2 16 (28.07%) Architect
2 16 (28.07%) Data Architect
3 15 (26.32%) Analyst
3 15 (26.32%) Enterprise Data Architect
4 14 (24.56%) Enterprise Architect
5 5 (8.77%) Implementation Analyst
6 4 (7.02%) Business Systems Analyst
6 4 (7.02%) Java Engineer
6 4 (7.02%) Java Software Engineer
6 4 (7.02%) Software Engineer
6 4 (7.02%) Systems Analyst
7 3 (5.26%) Automation Test Analyst
7 3 (5.26%) Consultant
7 3 (5.26%) Java Scala Developer
7 3 (5.26%) Junior Analyst
7 3 (5.26%) Scala Developer
7 3 (5.26%) Service Analyst
7 3 (5.26%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (10.53%) XML
2 5 (8.77%) J2EE
2 5 (8.77%) JMS
3 4 (7.02%) Guava
4 3 (5.26%) REST
4 3 (5.26%) SOAP
5 2 (3.51%) Spring
6 1 (1.75%) Spring MVC
Miscellaneous
1 17 (29.82%) Analytical Skills
2 8 (14.04%) Fintech
3 6 (10.53%) Computer Science
4 4 (7.02%) Algorithms
4 4 (7.02%) Data Integration
4 4 (7.02%) Management Information System
5 3 (5.26%) Data Conversion
5 3 (5.26%) Data Extraction
6 2 (3.51%) Mathematics
6 2 (3.51%) Visualisation
7 1 (1.75%) Clustering
7 1 (1.75%) Economics
7 1 (1.75%) Statistics
Operating Systems
1 5 (8.77%) Unix
2 2 (3.51%) Linux
Processes & Methodologies
1 25 (43.86%) Analytics
2 22 (38.60%) Agile Software Development
2 22 (38.60%) Machine Learning
3 16 (28.07%) TOGAF
4 15 (26.32%) Data Analytics
5 14 (24.56%) ETL
5 14 (24.56%) Facilities Management
6 11 (19.30%) ERP
7 10 (17.54%) Business Intelligence
8 7 (12.28%) Data Management
8 7 (12.28%) SDLC
9 6 (10.53%) Data Analysis
9 6 (10.53%) Data Governance
9 6 (10.53%) Enterprise Architecture
10 5 (8.77%) Data Cleansing
10 5 (8.77%) Data Mapping
10 5 (8.77%) Workflow
11 4 (7.02%) Information Management
11 4 (7.02%) Logistics
11 4 (7.02%) Software Engineering
Programming Languages
1 21 (36.84%) Java
2 18 (31.58%) SQL
3 13 (22.81%) C++
4 9 (15.79%) VB
5 6 (10.53%) T-SQL
5 6 (10.53%) VBA
5 6 (10.53%) VBScript
6 5 (8.77%) C
6 5 (8.77%) Perl
7 4 (7.02%) JavaScript
7 4 (7.02%) Python
8 3 (5.26%) Scala
9 2 (3.51%) C#
9 2 (3.51%) Shell Script
Qualifications
1 8 (14.04%) Degree
2 2 (3.51%) EnCE
Quality Assurance & Compliance
1 6 (10.53%) Data Quality
Systems Management
1 2 (3.51%) EnCase
1 2 (3.51%) FTK
Vendors
1 16 (28.07%) Oracle
2 3 (5.26%) HP
3 2 (3.51%) Cellebrite
3 2 (3.51%) hybris
3 2 (3.51%) Nuix
3 2 (3.51%) Talend
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 2 days ago
Maple Cross, Nr Rickmansworth, Hertforshire
Rushworths Associates
Salary: Competitive base + car/car allowance & benefits
Posted: 19 days ago